Function Use Case Fields Performance get_candidates_from_pipeline_for_evaluation() LLM analysis 23 clean fields 🔄 Medium get_candidates_from_pipeline() Quick overview 8 basic fields ⚡ Fast get_candidate_profile() Complete details 80+ fields 🐌 Slow search_candidates() Advanced filtering Variable 🔄 Medium get_candidate_notes() Evaluator feedback Notes & ratings ⚡ Fast list_jobs() Job/pipeline listing Job metadata ⚡ Fast get_job_details() Job information Complete job data ⚡ Fast

MCP Integration

{
  "mcpServers": {
    "recruitee": {
      "command": "python", 
      "args": ["-m", "recruitee_mcp.server"],
      "env": {
        "RECRUITEE_API_TOKEN": "your-token",
        "RECRUITEE_COMPANY_ID": "your-company-id"
      }
    }
  }
}

Performance Tips

LLM evaluation: Use get_candidates_from_pipeline_for_evaluation() (clean, optimized data)
Large datasets: Set include_full_cv=False to skip CV text processing for better performance
Quick filtering: Use get_candidates_from_pipeline() for overview
Contact details: Only use get_candidate_profile() when contact info needed
Evaluator feedback: Use get_candidate_notes() for ratings/comments

License

MIT License

💼 Perfect for AI-powered recruitment tools and LLM candidate evaluation systems.

1d:T1697,

MLB Stats MCP Server

A Python project that creates a Model Context Protocol (MCP) server for accessing MLB statistics data through the MLB Stats API and pybaseball library for statcast, fangraphs, and baseball reference statistics. This server provides structured API access to baseball statistics that can be used with MCP-compatible clients.

Project Structure

mlb_stats_mcp/ - Main package directory
- server.py - Core MCP server implementation
- tools/ - MCP tool implementations
  - mlb_statsapi_tools.py - MLB StatsAPI tool definitions
  - statcast_tools.py - Statcast data tool definitions
  - pybaseball_plotting_tools.py - Additional pybaseball tools provided for generating matplotlib plots and returning base64 encoded images
  - pybaseball_supp_tools.py - Supplemental pybaseball functions for interfacing with fangraphs, baseball reference, and other data sources
- utils/ - Utility modules
  - logging_config.py - Logging configuration
  - images.py - functions related to handling plot images
- tests/ - Test suite for verifying serve

Categories

Current Category: ats-api

recruitee-mcp-server

mlb-mcp